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Dive into the research topics where Marco Das is active.

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Featured researches published by Marco Das.


European Radiology | 2006

Global left ventricular function in cardiac CT. Evaluation of an automated 3D region-growing segmentation algorithm.

Georg Mühlenbruch; Marco Das; C. Hohl; J. E. Wildberger; Daniel Rinck; Thomas Flohr; Ralf Koos; Christian Knackstedt; Rolf W. Günther; Andreas H. Mahnken

The purpose was to evaluate a new semi-automated 3D region-growing segmentation algorithm for functional analysis of the left ventricle in multislice CT (MSCT) of the heart. Twenty patients underwent contrast-enhanced MSCT of the heart (collimation 16×0.75xa0mm; 120xa0kV; 550xa0mAseff). Multiphase image reconstructions with 1-mm axial slices and 8-mm short-axis slices were performed. Left ventricular volume measurements (end-diastolic volume, end-systolic volume, ejection fraction and stroke volume) from manually drawn endocardial contours in the short axis slices were compared to semi-automated region-growing segmentation of the left ventricle from the 1-mm axial slices. The post-processing-time for both methods was recorded. Applying the new region-growing algorithm in 13/20 patients (65%), proper segmentation of the left ventricle was feasible. In these patients, the signal-to-noise ratio was higher than in the remaining patients (3.2±1.0 vs. 2.6±0.6). Volume measurements of both segmentation algorithms showed an excellent correlation (all P≤0.0001); the limits of agreement for the ejection fraction were 2.3±8.3xa0ml. In the patients with proper segmentation the mean post-processing time using the region-growing algorithm was diminished by 44.2%. On the basis of a good contrast-enhanced data set, a left ventricular volume analysis using the new semi-automated region-growing segmentation algorithm is technically feasible, accurate and more time-effective.


European Radiology | 2007

Accuracy of automated volumetry of pulmonary nodules across different multislice CT scanners

Marco Das; Julia Ley-Zaporozhan; Hester Gietema; Andre Czech; Georg Mühlenbruch; Andreas H. Mahnken; Markus Katoh; Annemarie Bakai; Marcos Salganicoff; Stefan Diederich; Mathias Prokop; Hans-Ulrich Kauczor; Rolf W. Günther; J. E. Wildberger

The purpose of this study was to compare the accuracy of an automated volumetry software for phantom pulmonary nodules across various 16-slice multislice spiral CT (MSCT) scanners from different vendors. A lung phantom containing five different nodule categories (intraparenchymal, around a vessel, vessel attached, pleural, and attached to the pleura), with each category comprised of 7–9 nodules (total, nu2009=u200940) of varying sizes (diameter 3–10xa0mm; volume 6.62xa0mm3–525xa0mm3), was scanned with four different 16-slice MSCT scanners (Siemens, GE, Philips, Toshiba). Routine and low-dose chest protocols with thin and thick collimations were applied. The data from all scanners were used for further analysis using a dedicated prototype volumetry software. Absolute percentage volume errors (APE) were calculated and compared. The mean APE for all nodules was 8.4% (±7.7%) for data acquired with the 16-slice Siemens scanner, 14.3% (±11.1%) for the GE scanner, 9.7% (±9.6%) for the Philips scanner and 7.5% (±7.2%) for the Toshiba scanner, respectively. The lowest APEs were found within the diameter size range of 5–10xa0mm and volumes >66xa0mm3. Nodule volumetry is accurate with a reasonable volume error in data from different scanner vendors. This may have an important impact for intraindividual follow-up studies.


European Radiology | 2007

Asbestos Surveillance Program Aachen (ASPA): initial results from baseline screening for lung cancer in asbestos-exposed high-risk individuals using low-dose multidetector-row CT

Marco Das; Georg Mühlenbruch; Andreas H. Mahnken; Kurt G. Hering; H. Sirbu; Wolfgang Zschiesche; Lars Knoll; Michael K. Felten; Thomas Kraus; Rolf W. Günther; J. E. Wildberger

The purpose of this study was to assess the prevalence of lung cancer in a high-risk asbestos-exposed cohort using low-dose MDCT. Of a population of 5,389 former power-plant workers, 316 were characterized as individuals at highest risk for lung cancer according to a lung-cancer risk model including age, asbestos exposure and smoking habits. Of these 316, 187 (mean age: 66.6xa0years) individuals were included in a prospective trial. Mean asbestos exposure time was 29.65xa0years and 89% were smokers. Screening was performed on a 16-slice MDCT (Siemens) with low-dose technique (10/20xa0mAseff.; 1xa0mm/0.5xa0mm increment). In addition to soft copy PACS reading analysis on a workstation with a dedicated lung analysis software (LungCARE; Siemens) was performed. One strongly suspicious mass and eight cases of histologically proven lung cancer were found plus 491 additional pulmonary nodules (average volume: 40.72xa0ml, average diameter 4.62xa0mm). Asbestos-related changes (pleural plaques, fibrosis) were visible in 80 individuals. Lung cancer screening in this high-risk cohort showed a prevalence of lung cancer of 4.28% (8/187) at baseline screening with an additional large number of indeterminate pulmonary nodules. Low-dose MDCT proved to be feasible in this highly selected population.


European Journal of Vascular and Endovascular Surgery | 2009

Carotid Plaque Analysis: Comparison of Dual-Source Computed Tomography (CT) Findings and Histopathological Correlation

Marco Das; T. Braunschweig; Georg Mühlenbruch; Andreas H. Mahnken; Timo Krings; Stephan Langer; Thomas A. Koeppel; Michael J. Jacobs; Rolf W. Günther; Gottfried Mommertz

PURPOSEnPlaque morphology is an important predictor of stroke risk and may also be a predictor of postoperative outcome after carotid endarterectomy (CEA). Thus, the purpose of our study was to evaluate the findings of preoperative dual-source computed tomography (DSCT) of carotid plaque morphology and correlate these findings with histopathological findings.nnnMATERIAL AND METHODSnThirty patients undergoing CEA due to neurological events and high-grade carotid artery stenosis were evaluated with DSCT for degree of stenosis following the North American Symptomatic Carotid Endarterectomy Trial (NASCET) criteria and for non-invasive plaque morphology prior to CEA. CT protocol was as follows (SOMATOM Definition, Siemens Medical Solutions, Forchheim, Germany): A dual-energy protocol was used with tube A (140 kV, 55 mA) and tube B (80 kV, 230 mA) with 2 x 64 x 0.6-mm collimation, pitch 0.65 and rotation time of 0.33 s. Histopathological work-up was performed on the surgically retrieved tissues. The findings from DSCT and histopathology were compared with respect to image quality and plaque composition (fatty plaque, mixed plaque and calcified plaque), were correlated with histological specimens and classified according to the American Heart Association (AHA) classification of atherosclerotic plaque. Pearson correlation and kappa statistics were performed.nnnRESULTSnThe image quality of DSCT was rated as excellent in all the examinations. The mean degree of stenosis was quantified as 82%. The sensitivity of DSCT for the detection of calcification was 100% (standard deviation (SD) 0%, confidence interval (CI): 99-100). While the sensitivity for the detection of mixed plaques was 89% (SD 12%, CI: 79-98), it was 85% (SD 10%, CI: 76-92) for the detection of low-density fatty plaques. The mean degree of agreement was k=0.81.nnnCONCLUSIONnDSCT angiography of the carotid arteries is feasible and the evaluation of carotid plaque composition allows non-invasive assessment of different plaque components. This may have an impact on the non-invasive differentiation of vulnerable plaques.


European Radiology | 2008

Semi-automated measurement of hyperdense, hypodense and heterogeneous hepatic metastasis on standard MDCT slices. Comparison of semi-automated and manual measurement of RECIST and WHO criteria.

Sebastian Keil; Florian F. Behrendt; Sven Stanzel; Michael Sühling; Alexander Koch; Jhenee Bubenzer; Georg Mühlenbruch; Andreas H. Mahnken; Rolf W. Günther; Marco Das

As semi-automated measurement would be desirable for lesion quantification and therapy-response control, the purpose of this study was to compare semi-automated measurements with manual assessment of different types of hepatic metastases. Seventy-six patients with known liver metastases were analysed. All of them underwent contrast-enhanced 16-MDCT (16u2009×u20090.75xa0mm collimation, 120xa0kV, 0.5xa0s rotation time, 160xa0mAseff) for evaluation of follow-up status. On the basis of standard reconstructed 5-mm slices (in 4-mm increments), each lesion was quantified based on RECIST and WHO criteria using a semi-automated software tool (Syngo Oncology) and also manually by an experienced radiologist. Results from the software were compared to manual measurements. Statistical analysis was performed applying the concordance correlation coefficient, and results were represented graphically in Bland-Altman plots. A total of 52 hyperdense, 57 hypodense and 56 heterogeneous metastases were found and correctly measured by the software. All three lesion types revealed a strong correlation agreement between measurement techniques [RECIST diameter: 0.93 (hyperdense), 0.95(hypodense), 0.94 (heterogeneous); WHO area: 0.95, 0.98, 0.93]. Semi-automatic measurement of hyperdense, hypodense and heterogeneous liver metastases showed reliable results on standard axial reconstructions in comparison to manual quantification.


European Radiology | 2003

Multislice CT angiography

U. Joseph Schoepf; Christoph R. Becker; Lars Hofmann; Marco Das; Thomas Flohr; Bernd Ohnesorge; Bernhard Baumert; Joshua Rolnick; Jean M. Allen; Vassilios Raptopoulos

Abstract.The introduction of multislice CT into clinical radiology constitutes a quantum leap that significantly widens the scope of vascular CT imaging. The advances over conventional spiral CT have been quantitative, mainly in terms of increased image acquisition speed which provides unprecedented volume coverage and spatial resolution. Moreover, significant technical innovations, such as cardiac scanning capabilities, have brought about a qualitative shift towards applications that were thought to be beyond the scope of CT imaging. This way multislice CT offers a wealth of new opportunities for quickly and accurately diagnosing suspected vascular disease in all organ systems; however, as we move towards faster and faster image acquisition techniques, we are also facing new challenges that require development of novel strategies in order to take full advantage of the increased capabilities of multislice CT in its current form and future generations of CT scanners.


European Journal of Radiology | 2012

Quantification of left and right ventricular function and myocardial mass: comparison of low-radiation dose 2nd generation dual-source CT and cardiac MRI.

Richard A. P. Takx; Antonio Moscariello; U. Joseph Schoepf; J. Michael Barraza; John W. Nance; Gorka Bastarrika; Marco Das; Mathias Meyer; Joachim E. Wildberger; Stefan O. Schoenberg; Christian Fink; Thomas Henzler

OBJECTIVEnTo prospectively evaluate the accuracy of left and right ventricular function and myocardial mass measurements based on a dual-step, low radiation dose protocol with prospectively ECG-triggered 2nd generation dual-source CT (DSCT), using cardiac MRI (cMRI) as the reference standard.nnnMATERIALS AND METHODSnTwenty patients underwent 1.5T cMRI and prospectively ECG-triggered dual-step pulsing cardiac DSCT. This image acquisition mode performs low-radiation (20% tube current) imaging over the majority of the cardiac cycle and applies full radiation only during a single adjustable phase. Full-radiation-phase images were used to assess cardiac morphology, while low-radiation-phase images were used to measure left and right ventricular function and mass. Quantitative CT measurements based on contiguous multiphase short-axis reconstructions from the axial CT data were compared with short-axis SSFP cardiac cine MRI. Contours were manually traced around the ventricular borders for calculation of left and right ventricular end-diastolic volume, end-systolic volume, stroke volume, ejection fraction and myocardial mass for both modalities. Statistical methods included independent t-tests, the Mann-Whitney U test, Pearson correlation statistics, and Bland-Altman analysis.nnnRESULTSnAll CT measurements of left and right ventricular function and mass correlated well with those from cMRI: for left/right end-diastolic volume r=0.885/0.801, left/right end-systolic volume r=0.947/0.879, left/right stroke volume r=0.620/0.697, left/right ejection fraction r=0.869/0.751, and left/right myocardial mass r=0.959/0.702. Mean radiation dose was 6.2±1.8mSv.nnnCONCLUSIONSnProspectively ECG-triggered, dual-step pulsing cardiac DSCT accurately quantifies left and right ventricular function and myocardial mass in comparison with cMRI with substantially lower radiation exposure than reported for traditional retrospective ECG-gating.


European Radiology | 2005

CT imaging in acute pulmonary embolism: diagnostic strategies

J. E. Wildberger; Andreas H. Mahnken; Marco Das; Axel Küttner; Michael Lell; Rolf W. Günther

Computed tomography pulmonary angiography (CTA) has increasingly become accepted as a widely available, safe, cost-effective, and accurate method for a quick and comprehensive diagnosis of acute pulmonary embolism (PE). Pulmonary catheter angiography is still considered the gold standard and final imaging method in many diagnostic algorithms. However, spiral CTA has become established as the first imaging test in clinical routine due to its high negative predictive value for clinically relevant PE. Despite the direct visualization of clot material, depiction of cardiac and pulmonary function in combination with the quantification of pulmonary obstruction helps to grade the severity of PE for further risk stratification and to monitor the effect of thrombolytic therapy. Because PE and deep venous thrombosis are two different aspects of the same disease, additional indirect CT venography may be a valuable addition to the initial diagnostic algorithm—if this was positive for PE—and demonstration of the extent and localization of deep venous thrombosis has an impact on clinical management. Additional and alternate diagnoses add to the usefulness of this method. Using advanced multislice spiral CT technology, some practitioners have advocated CTA as the sole imaging tool for routine clinical assessment in suspected acute PE. This will simplify standards of practice in the near future.


European Radiology | 2008

Which Iodine concentration in chest CT? – A prospective study in 300 patients

Georg Mühlenbruch; Florian F. Behrendt; Mohammed Amine Eddahabi; Christian Knackstedt; Sven Stanzel; Marco Das; Peter Seidensticker; Rolf W. Günther; Joachim E. Wildberger; Andreas H. Mahnken

In computed tomography(CT) several contrast media with different iodine concentrations are available. The aim of this study is to prospectively compare contrast media with iodine concentrations of 300, 370 and 400xa0mg iodine/ml for chest- CT. 300 consecutive patients were prospectively enrolled, under a waiver of the local ethics committee. The first (second, third) 100 patients, received contrast medium with 300(370, 400)mg iodine/ml. Injection protocols were adapted for an identical iodine delivery rate(1.3xa0mg/s) and total iodine load(33xa0g) for all three groups. Standardized MDCT of the chest (16u2009×u20090.75xa0mm, 120xa0kVp, 100xa0mAseff.) was performed. Intravascular attenuation values were measured in the pulmonary trunk and the ascending aorta; subjective image quality was rated on a 3-point-scale. Discomfort during and after injection was evaluated. There were no statistically significant differences in contrast enhancement comparing the three contrast media at the pulmonary trunk(pu2009=u20090.3198) and at the ascending aorta(pu2009=u20090.0840). Image quality(pu2009=u20090.0176) and discomfort during injection(pu2009=u20090.7034) were comparable for all groups. General discomfort after injection of contrast media with 300xa0mg iodine/ml was statistically significant higher compared to 370xa0mg iodine/ml(pu2009=u20090.00019). Given identical iodine delivery rates of 1.3xa0g/s and iodine loads of 33xa0g, contrast media with concentrations of 300, 370 and 400xa0mg iodine/ml do not result in different intravascular enhancement in chest-CT.


Radiotherapy and Oncology | 2016

Dual energy CT in radiotherapy: Current applications and future outlook

Wouter van Elmpt; Guillaume Landry; Marco Das; Frank Verhaegen

Dual energy CT (DECT) scanners are nowadays available in many radiology departments. For radiotherapy purposes, new strategies using DECT imaging are investigated to optimize radiation treatment for multiple steps in the radiotherapy chain. This review describes how DECT based methods can be used for electron density estimation, effective atomic number decomposition and contrast material quantification. Clinical radiotherapy related applications for improved dose calculation accuracy of brachytherapy and proton therapy, metal artifact reduction techniques and normal tissue characterization are also summarized together with future perspectives on the use of DECT for radiotherapy purposes.

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Andreas H. Mahnken

Johns Hopkins University School of Medicine

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Dirk De Ruysscher

Maastricht University Medical Centre

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W. Van Elmpt

Maastricht University Medical Centre

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